{"id":"W7127186568","doi":"10.21831/ej.v6i1.81770","title":"ETHNOMATHEMATICS: EXPLORATION OF GEOMETRY CONCEPTS IN TIBAN MOSQUE ARCHITECTURE","year":2025,"lang":"","type":"article","venue":"Ethnomathematics Journal","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Square (algebra); Event (particle physics); Space (punctuation); Connection (principal bundle); Base (topology); Quarter (Canadian coin); Transformation (genetics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012563,0.0003007282,0.000135164,0.00111566,0.002301787,0.001587705,0.0004251429,0.0004668078,0.003646545],"category_scores_gemma":[0.002287327,0.0001750151,0.0001420312,0.001046136,0.003902489,0.001572101,0.001705854,0.0006300455,0.0001629527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163558,"about_ca_system_score_gemma":0.0009301862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002585266,"about_ca_topic_score_gemma":0.01107072,"domain_scores_codex":[0.9990591,0.0007170259,0.00002490241,0.00006148253,0.00007726139,0.00006016699],"domain_scores_gemma":[0.999162,0.0005267988,0.00007298363,0.00009377112,0.00007862445,0.00006585917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008138218,0.00009194728,0.01004418,0.0002503301,0.000006955728,0.001981967,0.9107163,0.0004099201,0.00807282,0.02325151,0.001688363,0.04340435],"study_design_scores_gemma":[0.00001446181,0.00018944,0.02757398,0.0002138598,0.00000792057,0.001477811,0.8950119,0.0007690583,0.002416419,0.005865434,0.06643011,0.00002964853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662312,0.0003175936,0.009010619,0.0004808765,0.0000305277,0.0001605001,0.0001184156,0.00003019259,0.02362009],"genre_scores_gemma":[0.9908406,0.0001924181,0.005709819,0.00005698824,0.000007647991,0.00005069683,0.00005308353,0.00001007288,0.003078617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003646545,"threshold_uncertainty_score":0.01219893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09271030393993668,"score_gpt":0.4347583880984383,"score_spread":0.3420480841585016,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}